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How to scrape the web for LLM in 2024: Jina AI (Reader API), Mendable (firecrawl) and Scrapegraph-ai


Summary

The video discusses the rise of startups specializing in web scraping by 2024, with examples like YC badge venturing into this field. It emphasizes the importance of scraping the web for real-time data and introduces tools like 'Fir Crawl' by Gina AI for efficient web scraping through natural language queries. The focus is on utilizing AI-driven tools for extracting data from websites, including competitors' pricing pages for market analysis in industries like Learning and Development. Popular tools for web scraping, tokenization using Tik token library, and costs comparison among tools like Beautiful Soup, Gina AI, and Menol See are also highlighted. Additionally, the video introduces ScrapeGraph, an open-source project for website scraping with a graph data structure, enabling specific information extraction from web pages.


Introduction to Web Scraping Startups

Discussion on the emergence of startups focusing on web scraping around 2024, including examples like YC badge starting to pivot into web scraping. The interest in scraping the web for up-to-date information is highlighted.

Fir Crawl Tool by Gina AI

Introduction to the 'Fir Crawl' tool by Gina AI designed specifically for web scraping using large sandwich models. The tool allows natural language search queries on documentation sites.

Reader API and Elaborate Orchestration

Overview of free tools like Reader API for extracting clean data from websites by adding 'aeng.com' before any URL. Introduction to the 'Elaborate Orchestration' project incorporating AI for web scraping pipelines with multiple steps.

Scraping Competitor Pricing Pages

Discussion on scraping competitors' pricing pages for market research in the Learning and Development space. Mention of popular tools like articulate 360 and new market challengers. The focus is on extracting data for product development.

Tokenization and Cost Comparison

Explanation of tokenization using Tik token library for encoding GPT models. Comparison of costs between tools like Beautiful Soup, Gina AI, and Menol See for web scraping.

Setup of Tools and Scraping Process

Setting up tools like Beautiful Soup, Gina AI, and Mendible for web scraping. Running multiple tools simultaneously for comparison. Discussion on costs and output formats.

Entity Extraction with GPT-40

Utilizing GPT-40 for entity extraction on competitor pricing tiers and costs. Comparison of outputs from different tools for extraction tasks.

ScrapeGraph Tool Overview

Introduction to ScrapeGraph, an open-source project for scraping websites with a graph data structure. Discussion on extracting specific information from websites using the tool.

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